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Technical deep-dives on architecture patterns, event sourcing, and building reliable systems.

January 31, 2026
starrocksclickhouse

Spare your Powerful Analytical Databases from Full Table Scan Fatigue

Understand the pitfall of I/O saturation symptom caused by insanely simple queries in ClickHouse and StarRocks. Learn the best practice of physical data modeling and query shape for decent QPS analytical workloads.

By Stateful Data Team Read more →
September 30, 2025
snowflakeoptimization

Manage the Snowflake Cost: A Data Platform’s Recipe for Optimization

Understand the 'heatmap' of Snowflake costs and how to focus on the most impactful areas (compute/warehouse allocation, highly-skewed workload, SQL craftsmanship, migration to other engines, operational intelligence) with effective mitigations.

By Stateful Data Team Read more →
July 25, 2025
cqrsarchitecture

CQRS Explained: Separating Reads from Writes

A practical guide to Command Query Responsibility Segregation (CQRS) and how it complements event sourcing for scalable systems.

By Stateful Data Team Read more →
March 18, 2025
distributed-systemsresilience

Designing for Failure: Patterns for Resilient Distributed Systems

Practical patterns for building distributed systems that gracefully handle failures, from retries to circuit breakers to saga patterns.

By Stateful Data Team Read more →
February 1, 2025
event-sourcingarchitecture

Introduction to Event Sourcing: Why Store Events, Not State

Learn the fundamentals of event sourcing architecture and understand when and why you should consider it for your applications.

By Stateful Data Team Read more →

Topics

starrocksclickhousefull-table-scanscatter-gatheroptimizationquery-profiledata-lakeodssnowflakevirtual-warehousecachequery-tagoffloadcqrsarchitecturepatternsdistributed-systemsresilienceevent-sourcingfundamentals

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We write about event-driven architecture, distributed systems, and the patterns that make modern applications reliable and scalable.

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